{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import yaml\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import tensorflow as tf\n",
    "\n",
    "from tensorflow_tts.inference import AutoConfig\n",
    "from tensorflow_tts.inference import TFAutoModel\n",
    "from tensorflow_tts.inference import AutoProcessor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0d74a729d9aa44f18d39abd22706f60e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(FloatProgress(value=0.0, description='Downloading', max=3568.0, style=ProgressStyle(description…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "processor = AutoProcessor.from_pretrained(\"tensorspeech/tts-fastspeech-ljspeech-en\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"i love you so much.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "06bb2cbad64c4f3a901439a6494da363",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(FloatProgress(value=0.0, description='Downloading', max=120784120.0, style=ProgressStyle(descri…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ca8e1c3d613f42f880f1aa4f097f67e1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(FloatProgress(value=0.0, description='Downloading', max=3710.0, style=ProgressStyle(description…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "fastspeech = TFAutoModel.from_pretrained(\"tensorspeech/tts-fastspeech-ljspeech-en\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Save to Pb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:From /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages/tensorflow/python/training/tracking/tracking.py:111: Model.state_updates (from tensorflow.python.keras.engine.training) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "This property should not be used in TensorFlow 2.0, as updates are applied automatically.\n",
      "WARNING:tensorflow:From /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages/tensorflow/python/training/tracking/tracking.py:111: Layer.updates (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "This property should not be used in TensorFlow 2.0, as updates are applied automatically.\n",
      "INFO:tensorflow:Assets written to: ./test_saved/assets\n"
     ]
    }
   ],
   "source": [
    "# save model into pb and do inference. Note that signatures should be a tf.function with input_signatures.\n",
    "tf.saved_model.save(fastspeech, \"./test_saved\", signatures=fastspeech.inference)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load and Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech = tf.saved_model.load(\"./test_saved\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"There’s a way to measure the acute emotional intelligence that has never gone out of style.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let inference other input to check dynamic shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"The Commission further recommends that the Secret Service coordinate its planning as closely as possible with all of the Federal agencies from which it receives information.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let check speed control"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.5], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
